Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9432540 0.7619048
bt 0.8930556 0.6325397
maxnet 0.9051587 0.7023810
gam 0.8888889 0.6880952
glm 0.8424603 0.5873016

Variable Importance

Partial Dependence